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💻 End-to-End Data Engineering Pipeline — Faker → NiFi → S3 → Snowflake (SCD Type 2 Automation). A fully automated, Dockerized ETL workflow for data generation, ingestion, transformation, and historical tracking using Snowflake tasks and streams.